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Sambit Sahu

Identifiers

  • name variant Sambit Sahu 0.60 · backfill

Papers (13)

  1. SEAD: Competence-Aware On-Policy Distillation via Entropy-Guided Supervision cs.CL · 2026 · author #5
  2. Ask, Don't Judge: Binary Questions for Interpretable LLM Evaluation and Self-Improvement cs.AI · 2026 · author #7
  3. SAFARI: Scaling Long Horizon Agentic Fault Attribution via Active Investigation cs.AI · 2026 · author #12
  4. Towards Scalable Customization and Deployment of Multi-Agent Systems for Enterprise Applications cs.CL · 2026 · author #7
  5. A History-Aware Visually Grounded Critic for Computer Use Agents cs.AI · 2026 · author #7
  6. T1-Bench: Benchmarking Multi-Scenario Agents in Real-World Domains cs.CL · 2026 · author #14
  7. RECAP: Regression Evaluation for Continual Adaptation of Prompts cs.LG · 2026 · author #5
  8. MemGym: a Long-Horizon Memory Environment for LLM Agents cs.CL · 2026 · author #10
  9. AVSD: Adaptive-View Self-Distillation by Balancing Consensus and Teacher-Specific Privileged Signals cs.LG · 2026 · author #7
  10. CoT-Guard: Small Models for Strong Monitoring cs.CR · 2026 · author #7
  11. Your Model Diversity, Not Method, Determines Reasoning Strategy cs.AI · 2026 · author #9
  12. Decomposing the Delta: What Do Models Actually Learn from Preference Pairs? cs.CL · 2026 · author #8
  13. Critique-Guided Distillation for Robust Reasoning via Refinement cs.CL · 2025 · author #5

Mentions

  • 2606.28562 #5 · arxiv_oai · confidence 0.70 Sambit Sahu
  • 2606.27226 #7 · arxiv_oai · confidence 0.70 Sambit Sahu
  • 2606.24626 #12 · arxiv_oai · confidence 0.70 Sambit Sahu
  • 2606.18502 #7 · arxiv_oai · confidence 0.70 Sambit Sahu
  • 2604.10827 #9 · arxiv_oai · confidence 0.70 Sambit Sahu
  • 2606.11078 #7 · arxiv_oai · confidence 0.70 Sambit Sahu
  • 2606.11070 #14 · arxiv_oai · confidence 0.70 Sambit Sahu
  • 2606.06698 #5 · arxiv_oai · confidence 0.70 Sambit Sahu
  • 2605.20833 #10 · arxiv_oai · confidence 0.70 Sambit Sahu
  • 2605.20643 #7 · arxiv_oai · confidence 0.70 Sambit Sahu
  • 2505.11628 #5 · arxiv_oai · confidence 0.70 Sambit Sahu

Frequent Coauthors